Factors associated with contraceptive use among adolescents in three regions of Senegal
Bibliographic record
Abstract
The study aimed to evaluate the use of contraception by adolescents aged 10 to 19 years in three municipalities of Senegal, as well as the associated factors. The study was conducted in 2022 and used a cross-sectional approach. The sample size was 940 participants. Sampling was done using a multistage stratified random sampling method. The chi-square test and logistic regression using R software version 4.2.1 were used to analyze the data. Only 2.2% of adolescents had ever used a contraceptive method. Adolescents aged 15 to 19 years, those residing in Kolda, married adolescents, and those who were aware of family planning were more likely to use family planning methods. We conclude that policymakers in Senegal should implement policies and programmes for improving the reproductive health needs of adolescents in Senegal.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".